Toward Scalable and Transparent Multimodal Analytics to Study Standard Medical Procedures: Linking Hand Movement, Proximity, and Gaze Data

no code implementations • 8 Dec 2023 • Ville Heilala, Sami Lehesvuori, Raija Hämäläinen, Tommi Kärkkäinen

This study employed multimodal learning analytics (MMLA) to analyze behavioral dynamics during the ABCDE procedure in nursing education, focusing on gaze entropy, hand movement velocities, and proximity measures.